Model decision surface
Compare AI models
Start with Gemma SEA LION v4 4B VL and Nova Pro 1.0, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
Gemma SEA LION v4 4B VL vs Nova Pro 1.0
Live dataset updated 9/9/2026, 9:50:24 PM UTC
Open 1200×630 evidence receipt| Field | Gemma SEA LION v4 4B VL Aisingapore | Nova Pro 1.0 Amazon |
|---|---|---|
| ModelCap position | #145 | #144 |
| Index score | 18.5 | 18.7 |
| Evidence | Inheritedfinetune of google/gemma-3-4b-it · finetune (100%) | Measured2 public benchmark observations across 2 boards |
| Input / 1M | Unavailable | $0.80 |
| Output / 1M | Unavailable | $3.20 |
| Pricing status | unavailable | fresh |
| Context | — | 300K |
| Providers | 0 | 1 |
| Weight access | Restricted license | API only |
Decision facts
- Gemma SEA LION v4 4B VL is #145; Nova Pro 1.0 is #144 on the same current language board.
- Index scores are 18.5 for Gemma SEA LION v4 4B VL and 18.7 for Nova Pro 1.0. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: Gemma SEA LION v4 4B VL is Inherited; Nova Pro 1.0 is Measured.
- Weight access differs: Gemma SEA LION v4 4B VL is restricted; Nova Pro 1.0 is none.
- ModelCap currently lists 0 providers for Gemma SEA LION v4 4B VL and 1 for Nova Pro 1.0.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
Popular comparisons
- Muse Spark 1.3 vs GPT-6 Astra#2 vs #1 on the ModelCap Index
- Claude Fable 5.1 vs GPT-6 Astra#3 vs #1 on the ModelCap Index
- Claude Fable 5.1 vs Muse Spark 1.3#3 vs #2 on the ModelCap Index
- Claude Opus 5 vs GPT-6 Astra#4 vs #1 on the ModelCap Index
- Claude Opus 5 vs Muse Spark 1.3#4 vs #2 on the ModelCap Index
- Claude Fable 5.1 vs Claude Opus 5#3 vs #4 on the ModelCap Index
- GPT-6 Astra vs Grok 4.6#1 vs #5 on the ModelCap Index
- Muse Spark 1.3 vs Grok 4.6#2 vs #5 on the ModelCap Index
- Claude Fable 5.1 vs Grok 4.6#3 vs #5 on the ModelCap Index
- Claude Opus 5 vs Grok 4.6#4 vs #5 on the ModelCap Index
- GPT-5.6 Sol vs GPT-6 Astra#6 vs #1 on the ModelCap Index
- Muse Spark 1.3 vs GPT-5.6 Sol#2 vs #6 on the ModelCap Index
- Claude Fable 5.1 vs GPT-5.6 Sol#3 vs #6 on the ModelCap Index
- Claude Opus 5 vs GPT-5.6 Sol#4 vs #6 on the ModelCap Index
- GPT-5.6 Sol vs Grok 4.6#6 vs #5 on the ModelCap Index
- Kimi K3 vs GPT-6 Astra#7 vs #1 on the ModelCap Index
- Muse Spark 1.3 vs Kimi K3#2 vs #7 on the ModelCap Index
- Claude Fable 5.1 vs Kimi K3#3 vs #7 on the ModelCap Index
- Claude Opus 5 vs Kimi K3#4 vs #7 on the ModelCap Index
- Kimi K3 vs Grok 4.6#7 vs #5 on the ModelCap Index
- Kimi K3 vs GPT-5.6 Sol#7 vs #6 on the ModelCap Index
- Gemini 3.8 Flash vs GPT-6 Astra#8 vs #1 on the ModelCap Index
- Gemini 3.8 Flash vs Muse Spark 1.3#8 vs #2 on the ModelCap Index
- Claude Fable 5.1 vs Gemini 3.8 Flash#3 vs #8 on the ModelCap Index
Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.